Introdução

Estes dados são provenientes, em sua grande maioria, dos sistemas administrativos da ESPM e, respeitando os artigos da LGPD, foram tratados a priori para omitir informações sobre os estudantes e sobre outros players envolvidos nos resultados.

Faz-se necessário observar que o uso contínuo desses dados requer uma organização mais assertiva no contexto de quem vai fornecer a informação e qual será a periodicidade do envio da mesma.

Esta análise foram possíveis diante da disponibilidade de recursos de secretaria da Unidade Rio e após grande empenho da professora Sheila Maia. Ou seja, saímos de um passo representado pela figura

Antes

Antes

E, em um futuro próximo, para alcançar maior assertividade, espera-se organizar o fluxo dos dados como representado na figura abaixo

Depois

Depois

Variação de Estudantes por curso

A seguir apresentam-se resultados relacionados ao número de estudantes matriculados por período em cada um dos cursos/unidades da ESPM. Faz-se necessário observar que pode ocorrer uma pequena variação entre os dados coletados pelas coordenações, secretaria e marketing. Os resultados de cada setor podem variar segundo o nível de acesso de quem coletou os dados, da data onde foi coletada e do status do estudante no momento da coleta.

Situação

Situação

Administração

SP

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_1 56 54 143 64 103 77 129 64 162 0 0 0 0 0 0 0
2018_2 43 52 143 65 110 61 122 59 153 85 0 0 0 0 0 0
2019_1 18 28 61 65 115 64 119 60 140 80 130 0 0 0 0 0
2019_2 7 18 36 38 116 68 105 53 138 78 142 54 0 0 0 0
2020_1 5 12 16 20 76 66 113 53 130 76 141 46 155 0 0 0
2020_2 3 4 8 13 31 47 112 52 133 77 133 45 155 51 0 0
2021_1 1 2 3 7 10 13 59 48 133 72 135 45 146 51 154 0
2021_2 2 1 4 2 7 9 34 29 131 72 132 45 143 49 149 52

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_2 -23 -4 0 2 7 -21 -5 -8 -6 0 0 0 0 0 0 0
2019_1 -58 -46 -57 0 5 5 -2 2 -8 -6 0 0 0 0 0 0
2019_2 -61 -36 -41 -42 1 6 -12 -12 -1 -3 9 0 0 0 0 0
2020_1 -29 -33 -56 -47 -34 -3 8 0 -6 -3 -1 -15 0 0 0 0
2020_2 -40 -67 -50 -35 -59 -29 -1 -2 2 1 -6 -2 0 0 0 0
2021_1 -67 -50 -62 -46 -68 -72 -47 -8 0 -6 2 0 -6 0 0 0
2021_2 100 -50 33 -71 -30 -31 -42 -40 -2 0 -2 0 -2 -4 -3 0

RJ

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_1 11 9 26 21 19 15 20 22 29 0 0 0 0 0 0 0
2018_2 11 9 27 22 20 14 20 19 25 13 0 0 0 0 0 0
2019_1 0 7 16 21 21 15 19 21 25 12 17 0 0 0 0 0
2019_2 0 4 11 14 20 13 18 20 22 11 18 17 0 0 0 0
2020_1 0 3 7 12 11 13 18 20 20 11 18 16 36 0 0 0
2020_2 0 3 5 5 7 8 18 20 20 11 18 19 34 16 0 0
2021_1 0 0 1 4 6 4 7 19 20 11 18 19 30 12 20 0
2021_2 0 0 1 4 5 3 4 9 19 11 17 17 27 13 18 4

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_2 0 0 4 5 5 -7 0 -14 -14 0 0 0 0 0 0 0
2019_1 0 -22 -41 -5 5 7 -5 11 0 -8 0 0 0 0 0 0
2019_2 0 -43 -31 -33 -5 -13 -5 -5 -12 -8 6 0 0 0 0 0
2020_1 0 -25 -36 -14 -45 0 0 0 -9 0 0 -6 0 0 0 0
2020_2 0 0 -29 -58 -36 -38 0 0 0 0 0 19 -6 0 0 0
2021_1 0 0 -80 -20 -14 -50 -61 -5 0 0 0 0 -12 -25 0 0
2021_2 0 0 0 0 -17 -25 -43 -53 -5 0 -6 -11 -10 8 -10 0

SUL

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_1 7 6 10 6 18 4 24 9 31 0 0 0 0 0 0 0
2018_2 7 7 11 6 18 4 23 9 30 11 0 0 0 0 0 0
2019_1 4 2 6 5 18 3 22 7 27 9 16 0 0 0 0 0
2019_2 2 2 4 4 19 3 23 8 25 9 13 7 0 0 0 0
2020_1 1 1 3 2 14 3 23 8 24 9 14 7 9 0 0 0
2020_2 0 1 1 1 7 2 23 7 21 9 10 6 8 3 0 0
2021_1 0 0 1 1 5 0 4 7 21 9 9 6 7 3 29 0
2021_2 1 0 1 0 3 0 1 6 20 9 9 5 6 2 24 12

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_2 0 17 10 0 0 0 -4 0 -3 0 0 0 0 0 0 0
2019_1 -43 -71 -45 -17 0 -25 -4 -22 -10 -18 0 0 0 0 0 0
2019_2 -50 0 -33 -20 6 0 5 14 -7 0 -19 0 0 0 0 0
2020_1 -50 -50 -25 -50 -26 0 0 0 -4 0 8 0 0 0 0 0
2020_2 0 0 -67 -50 -50 -33 0 -12 -12 0 -29 -14 -11 0 0 0
2021_1 0 0 0 0 -29 0 -83 0 0 0 -10 0 -12 0 0 0
2021_2 0 0 0 0 -40 0 -75 -14 -5 0 0 -17 -14 -33 -17 0

SUL B

Per_base 1601 1602 1701 1702 1801 1802 1901 1902 2101
2018_1 1 1 3 4 5 0 0 0 0
2018_2 0 0 2 4 3 1 0 0 0
2019_1 0 0 2 4 4 1 1 0 0
2019_2 0 0 2 4 3 1 1 1 0
2020_1 0 0 2 4 1 1 1 1 0
2020_2 0 0 2 3 2 1 0 1 0
2021_1 0 0 2 3 2 1 0 1 3
2021_2 0 0 2 3 0 1 0 1 2

Valores em porcentagem

Per_base 1601 1602 1701 1702 1801 1802 1901 1902 2101
2018_2 0 0 -33 0 -40 0 0 0 0
2019_1 0 0 0 0 33 0 0 0 0
2019_2 0 0 0 0 -25 0 0 0 0
2020_1 0 0 0 0 -67 0 0 0 0
2020_2 0 0 0 -25 100 0 0 0 0
2021_1 0 0 0 0 0 0 0 0 0
2021_2 0 0 0 0 0 0 0 0 -33

Cinema

SP

Per_base 1901 1902 2001 2002 2101 2102
2019_1 52 0 0 0 0 0
2019_2 57 29 0 0 0 0
2020_1 57 26 57 0 0 0
2020_2 57 25 72 24 0 0
2021_1 53 23 75 25 51 0
2021_2 52 24 71 25 47 16

Valores em porcentagem

Per_base 1901 1902 2001 2002 2101 2102
2019_2 10 0 0 0 0 0
2020_1 0 -10 0 0 0 0
2020_2 0 -4 26 0 0 0
2021_1 -7 -8 4 4 0 0
2021_2 -2 4 -5 0 -8 0

RJ

Per_base 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_1 12 17 17 29 18 43 0 0 0 0 0 0 0
2018_2 12 17 18 24 12 40 23 0 0 0 0 0 0
2019_1 12 16 17 26 11 35 22 22 0 0 0 0 0
2019_2 1 15 16 25 11 33 20 20 19 0 0 0 0
2020_1 2 7 16 25 12 34 20 20 20 37 0 0 0
2020_2 1 3 6 25 11 33 19 20 19 36 16 0 0
2021_1 1 4 1 8 11 34 19 19 18 35 16 34 0
2021_2 1 1 0 4 5 34 19 15 18 28 16 28 1

Valores em porcentagem

Per_base 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_2 0 0 6 -17 -33 -7 0 0 0 0 0 0 0
2019_1 0 -6 -6 8 -8 -12 -4 0 0 0 0 0 0
2019_2 -92 -6 -6 -4 0 -6 -9 -9 0 0 0 0 0
2020_1 100 -53 0 0 9 3 0 0 5 0 0 0 0
2020_2 -50 -57 -62 0 -8 -3 -5 0 -5 -3 0 0 0
2021_1 0 33 -83 -68 0 3 0 -5 -5 -3 0 0 0
2021_2 0 -75 0 -50 -55 0 0 -21 0 -20 0 -18 0

Ciências Sociais e do Consumo

SP

Per_base 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_1 9 18 17 31 18 41 0 0 0 0 0 0 0
2018_2 9 17 16 30 19 36 19 0 0 0 0 0 0
2019_1 9 17 17 29 18 34 14 33 0 0 0 0 0
2019_2 1 15 16 28 16 35 12 38 22 0 0 0 0
2020_1 0 9 15 26 16 36 12 37 22 35 0 0 0
2020_2 0 5 4 26 17 36 12 38 19 39 15 0 0
2021_1 0 3 0 7 16 35 12 36 18 40 14 21 0
2021_2 0 3 0 2 3 35 12 38 18 38 13 24 14

Valores em porcentagem

Per_base 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_2 0 -6 -6 -3 6 -12 0 0 0 0 0 0 0
2019_1 0 0 6 -3 -5 -6 -26 0 0 0 0 0 0
2019_2 -89 -12 -6 -3 -11 3 -14 15 0 0 0 0 0
2020_1 0 -40 -6 -7 0 3 0 -3 0 0 0 0 0
2020_2 0 -44 -73 0 6 0 0 3 -14 11 0 0 0
2021_1 0 -40 0 -73 -6 -3 0 -5 -5 3 -7 0 0
2021_2 0 0 0 -71 -81 0 0 6 0 -5 -7 14 0

Comunicação e Publicidade

SP

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_1 17 68 239 192 187 221 231 232 246 0 0 0 0 0 0 0
2018_2 10 55 239 194 188 201 227 223 237 227 0 0 0 0 0 0
2019_1 6 13 72 193 197 204 201 218 226 215 252 0 0 0 0 0
2019_2 3 8 23 41 200 204 216 200 220 207 250 234 0 0 0 0
2020_1 2 4 9 10 48 204 222 206 215 204 246 257 311 0 0 0
2020_2 1 3 5 3 13 67 221 205 218 197 243 260 301 203 0 0
2021_1 0 1 3 2 2 20 53 204 218 196 242 252 293 225 353 0
2021_2 0 0 1 3 2 13 14 58 211 195 234 255 286 218 344 160

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_2 -41 -19 0 1 1 -9 -2 -4 -4 0 0 0 0 0 0 0
2019_1 -40 -76 -70 -1 5 1 -11 -2 -5 -5 0 0 0 0 0 0
2019_2 -50 -38 -68 -79 2 0 7 -8 -3 -4 -1 0 0 0 0 0
2020_1 -33 -50 -61 -76 -76 0 3 3 -2 -1 -2 10 0 0 0 0
2020_2 -50 -25 -44 -70 -73 -67 0 0 1 -3 -1 1 -3 0 0 0
2021_1 0 -67 -40 -33 -85 -70 -76 0 0 -1 0 -3 -3 11 0 0
2021_2 0 0 -67 50 0 -35 -74 -72 -3 -1 -3 1 -2 -3 -3 0

RJ

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_1 33 19 106 55 117 52 108 61 107 0 0 0 0 0 0 0
2018_2 31 19 106 52 111 52 93 54 100 77 0 0 0 0 0 0
2019_1 25 9 25 55 114 52 100 53 96 72 123 0 0 0 0 0
2019_2 17 8 16 20 110 49 101 44 94 62 115 68 0 0 0 0
2020_1 8 6 3 6 38 49 103 50 82 62 110 79 119 0 0 0
2020_2 6 4 1 4 15 17 101 47 78 58 105 73 106 36 0 0
2021_1 3 1 0 2 8 9 32 46 81 58 105 68 107 36 117 0
2021_2 1 1 0 0 4 6 20 19 81 58 101 63 103 38 112 14

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_2 -6 0 0 -5 -5 0 -14 -11 -7 0 0 0 0 0 0 0
2019_1 -19 -53 -76 6 3 0 8 -2 -4 -6 0 0 0 0 0 0
2019_2 -32 -11 -36 -64 -4 -6 1 -17 -2 -14 -7 0 0 0 0 0
2020_1 -53 -25 -81 -70 -65 0 2 14 -13 0 -4 16 0 0 0 0
2020_2 -25 -33 -67 -33 -61 -65 -2 -6 -5 -6 -5 -8 -11 0 0 0
2021_1 -50 -75 0 -50 -47 -47 -68 -2 4 0 0 -7 1 0 0 0
2021_2 -67 0 0 0 -50 -33 -38 -59 0 0 -4 -7 -4 6 -4 0

SUL A

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_1 7 5 44 6 33 6 19 5 38 0 0 0 0 0 0 0
2018_2 5 5 46 6 33 7 20 3 35 9 0 0 0 0 0 0
2019_1 6 1 31 5 32 8 19 2 30 8 31 0 0 0 0 0
2019_2 5 1 19 4 32 6 21 3 29 8 30 10 0 0 0 0
2020_1 0 0 13 2 10 7 20 3 28 7 24 9 29 0 0 0
2020_2 0 0 8 2 9 4 20 3 27 6 23 7 24 12 0 0
2021_1 0 0 6 1 3 3 10 3 28 5 19 8 24 14 27 0
2021_2 0 0 4 2 2 4 7 1 28 6 21 7 26 13 28 23

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_2 -29 0 5 0 0 17 5 -40 -8 0 0 0 0 0 0 0
2019_1 20 -80 -33 -17 -3 14 -5 -33 -14 -11 0 0 0 0 0 0
2019_2 -17 0 -39 -20 0 -25 11 50 -3 0 -3 0 0 0 0 0
2020_1 0 0 -32 -50 -69 17 -5 0 -3 -12 -20 -10 0 0 0 0
2020_2 0 0 -38 0 -10 -43 0 0 -4 -14 -4 -22 -17 0 0 0
2021_1 0 0 -25 -50 -67 -25 -50 0 4 -17 -17 14 0 17 0 0
2021_2 0 0 -33 100 -33 33 -30 -67 0 20 11 -12 8 -7 4 0

SUL B

Per_base 1801 1802 1901 2002 2101
2018_1 4 0 0 0 0
2018_2 4 1 0 0 0
2019_1 3 1 3 0 0
2019_2 3 1 2 0 0
2020_1 4 0 1 0 0
2020_2 4 0 1 1 0
2021_1 4 0 1 1 5
2021_2 4 0 1 1 5

Valores em porcentagem

Per_base 1801 1802 1901 2002 2101
2018_2 0 0 0 0 0
2019_1 -25 0 0 0 0
2019_2 0 0 -33 0 0
2020_1 33 0 -50 0 0
2020_2 0 0 0 0 0
2021_1 0 0 0 0 0
2021_2 0 0 0 0 0

Design

SP

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_1 6 7 41 12 50 13 56 16 63 0 0 0 0 0 0 0
2018_2 4 6 40 11 48 12 51 15 56 33 0 0 0 0 0 0
2019_1 1 2 12 12 44 13 52 15 53 27 52 0 0 0 0 0
2019_2 1 0 8 5 47 12 48 14 47 25 65 18 0 0 0 0
2020_1 0 0 0 1 17 12 47 15 45 24 62 19 54 0 0 0
2020_2 0 0 0 0 6 3 45 14 42 23 55 19 52 17 0 0
2021_1 0 0 1 0 4 3 11 14 40 21 58 17 53 21 68 0
2021_2 0 0 1 0 3 4 6 5 41 20 53 14 46 17 71 30

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_2 -33 -14 -2 -8 -4 -8 -9 -6 -11 0 0 0 0 0 0 0
2019_1 -75 -67 -70 9 -8 8 2 0 -5 -18 0 0 0 0 0 0
2019_2 0 0 -33 -58 7 -8 -8 -7 -11 -7 25 0 0 0 0 0
2020_1 0 0 0 -80 -64 0 -2 7 -4 -4 -5 6 0 0 0 0
2020_2 0 0 0 0 -65 -75 -4 -7 -7 -4 -11 0 -4 0 0 0
2021_1 0 0 -88 0 -33 0 -76 0 -5 -9 5 -11 2 24 0 0
2021_2 0 0 0 0 -25 33 -45 -64 2 -5 -9 -18 -13 -19 4 0

RJ

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_1 5 13 24 15 25 21 27 18 33 0 0 0 0 0 0 0
2018_2 4 12 24 14 22 19 27 17 30 35 0 0 0 0 0 0
2019_1 4 5 8 14 22 21 27 16 28 29 44 0 0 0 0 0
2019_2 3 1 8 12 20 19 27 15 25 27 41 31 0 0 0 0
2020_1 2 2 7 11 12 14 26 15 24 27 35 29 36 0 0 0
2020_2 1 1 2 5 9 14 27 12 24 23 33 25 36 18 0 0
2021_1 1 0 2 4 6 10 14 14 25 22 35 24 32 17 38 0
2021_2 1 0 2 0 5 7 10 10 23 22 34 24 28 16 32 2

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_2 -20 -8 0 -7 -12 -10 0 -6 -9 0 0 0 0 0 0 0
2019_1 0 -58 -67 0 0 11 0 -6 -7 -17 0 0 0 0 0 0
2019_2 -25 -80 0 -14 -9 -10 0 -6 -11 -7 -7 0 0 0 0 0
2020_1 -33 100 -12 -8 -40 -26 -4 0 -4 0 -15 -6 0 0 0 0
2020_2 -50 -50 -71 -55 -25 0 4 -20 0 -15 -6 -14 0 0 0 0
2021_1 0 0 0 -20 -33 -29 -48 17 4 -4 6 -4 -11 -6 0 0
2021_2 0 0 0 0 -17 -30 -29 -29 -8 0 -3 0 -12 -6 -16 0

SUL A

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_1 8 3 20 4 28 8 25 3 29 0 0 0 0 0 0 0
2018_2 8 3 25 4 27 7 25 5 29 16 0 0 0 0 0 0
2019_1 4 3 16 2 26 5 20 5 27 11 21 0 0 0 0 0
2019_2 4 3 13 1 27 5 20 5 23 11 15 9 0 0 0 0
2020_1 2 2 6 1 19 5 20 4 22 10 16 7 24 0 0 0
2020_2 0 2 4 1 12 4 18 5 20 10 16 8 24 6 0 0
2021_1 0 2 3 1 9 5 14 5 21 8 15 7 22 8 26 0
2021_2 0 1 2 1 4 4 9 4 21 9 14 6 21 8 20 12

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_2 0 0 25 0 -4 -12 0 67 0 0 0 0 0 0 0 0
2019_1 -50 0 -36 -50 -4 -29 -20 0 -7 -31 0 0 0 0 0 0
2019_2 0 0 -19 -50 4 0 0 0 -15 0 -29 0 0 0 0 0
2020_1 -50 -33 -54 0 -30 0 0 -20 -4 -9 7 -22 0 0 0 0
2020_2 0 0 -33 0 -37 -20 -10 25 -9 0 0 14 0 0 0 0
2021_1 0 0 -25 0 -25 25 -22 0 5 -20 -6 -12 -8 33 0 0
2021_2 0 -50 -33 0 -56 -20 -36 -20 0 12 -7 -14 -5 0 -23 0

SUL B

Per_base 1601 1602 1701 1702 1801 1901
2018_1 5 3 6 2 3 0
2018_2 4 2 6 3 3 0
2019_1 4 2 3 3 3 1
2019_2 4 2 3 3 3 1
2020_1 4 2 3 3 3 1
2020_2 4 2 3 3 2 1
2021_1 3 2 3 3 3 1
2021_2 3 0 3 3 3 1

Valores em porcentagem

Per_base 1601 1602 1701 1702 1801 1901
2018_2 -20 -33 0 50 0 0
2019_1 0 0 -50 0 0 0
2019_2 0 0 0 0 0 0
2020_1 0 0 0 0 0 0
2020_2 0 0 0 0 -33 0
2021_1 -25 0 0 0 50 0
2021_2 0 0 0 0 0 0

Jornalismo

SP

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_1 4 8 38 10 33 19 44 19 48 0 0 0 0 0 0 0
2018_2 2 5 37 10 35 18 40 19 45 18 0 0 0 0 0 0
2019_1 1 1 3 10 34 16 37 18 44 14 42 0 0 0 0 0
2019_2 1 0 1 1 35 18 41 17 44 13 47 12 0 0 0 0
2020_1 1 0 0 0 8 15 39 18 43 11 47 13 59 0 0 0
2020_2 0 0 0 0 3 11 40 18 43 12 47 13 57 15 0 0
2021_1 0 0 0 0 1 4 10 15 42 12 44 12 52 11 32 0
2021_2 0 0 0 0 1 2 3 6 42 12 41 11 51 13 32 22

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_2 -50 -38 -3 0 6 -5 -9 0 -6 0 0 0 0 0 0 0
2019_1 -50 -80 -92 0 -3 -11 -7 -5 -2 -22 0 0 0 0 0 0
2019_2 0 0 -67 -90 3 12 11 -6 0 -7 12 0 0 0 0 0
2020_1 0 0 0 0 -77 -17 -5 6 -2 -15 0 8 0 0 0 0
2020_2 0 0 0 0 -62 -27 3 0 0 9 0 0 -3 0 0 0
2021_1 0 0 0 0 -67 -64 -75 -17 -2 0 -6 -8 -9 -27 0 0
2021_2 0 0 0 0 0 -50 -70 -60 0 0 -7 -8 -2 18 0 0

RJ

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_1 4 7 10 7 12 12 22 15 27 0 0 0 0 0 0 0
2018_2 4 7 10 7 12 14 22 13 24 20 0 0 0 0 0 0
2019_1 3 3 5 7 12 12 22 14 23 19 30 0 0 0 0 0
2019_2 3 2 1 1 12 13 23 13 22 19 29 19 0 0 0 0
2020_1 1 2 0 0 3 12 23 12 21 18 27 18 43 0 0 0
2020_2 1 1 1 1 1 10 22 14 21 19 22 20 36 18 0 0
2021_1 1 0 0 0 0 2 4 13 21 15 26 17 34 16 32 0
2021_2 0 0 0 0 0 0 4 9 21 16 24 16 33 16 32 3

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_2 0 0 0 0 0 17 0 -13 -11 0 0 0 0 0 0 0
2019_1 -25 -57 -50 0 0 -14 0 8 -4 -5 0 0 0 0 0 0
2019_2 0 -33 -80 -86 0 8 5 -7 -4 0 -3 0 0 0 0 0
2020_1 -67 0 0 0 -75 -8 0 -8 -5 -5 -7 -5 0 0 0 0
2020_2 0 -50 0 0 -67 -17 -4 17 0 6 -19 11 -16 0 0 0
2021_1 0 0 0 0 0 -80 -82 -7 0 -21 18 -15 -6 -11 0 0
2021_2 0 0 0 0 0 0 0 -31 0 7 -8 -6 -3 0 0 0

SUL A

Per_base 1401 1402 1501 1502 1601 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_1 2 2 6 4 12 6 3 7 0 0 0 0 0 0 0
2018_2 2 2 6 4 12 6 2 7 4 0 0 0 0 0 0
2019_1 0 1 2 3 12 5 3 7 4 14 0 0 0 0 0
2019_2 0 0 1 1 11 5 3 6 5 14 8 0 0 0 0
2020_1 0 0 0 1 4 5 3 6 5 13 7 11 0 0 0
2020_2 0 0 0 1 1 5 2 6 5 13 7 7 5 0 0
2021_1 0 0 0 0 0 0 2 6 5 12 6 7 4 16 0
2021_2 0 0 0 0 0 1 1 6 5 13 7 7 3 13 5

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_2 0 0 0 0 0 0 -33 0 0 0 0 0 0 0 0
2019_1 0 -50 -67 -25 0 -17 50 0 0 0 0 0 0 0 0
2019_2 0 0 -50 -67 -8 0 0 -14 25 0 0 0 0 0 0
2020_1 0 0 0 0 -64 0 0 0 0 -7 -12 0 0 0 0
2020_2 0 0 0 0 -75 0 -33 0 0 0 0 -36 0 0 0
2021_1 0 0 0 0 0 0 0 0 0 -8 -14 0 -20 0 0
2021_2 0 0 0 0 0 -80 -50 0 0 8 17 0 -25 -19 0

SUL B

Per_base 1601 1701 1801 2001 2002 2101
2018_1 0 0 3 0 0 0
2018_2 1 1 3 0 0 0
2019_1 1 1 2 0 0 0
2019_2 1 0 2 0 0 0
2020_1 1 0 2 2 0 0
2020_2 0 0 2 2 2 0
2021_1 0 0 2 2 2 1
2021_2 0 0 2 2 1 1

Valores em porcentagem

Per_base 1601 1701 1801 2001 2002 2101
2018_2 0 0 0 0 0 0
2019_1 0 0 -33 0 0 0
2019_2 0 0 0 0 0 0
2020_1 0 0 0 0 0 0
2020_2 0 0 0 0 0 0
2021_1 0 0 0 0 0 0
2021_2 0 0 0 0 -50 0

Relações Internacionais

SP

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_1 16 6 92 19 63 36 85 34 90 0 0 0 0 0 0 0
2018_2 14 7 95 22 64 33 82 34 87 45 0 0 0 0 0 0
2019_1 4 3 41 22 64 33 75 33 77 42 105 0 0 0 0 0
2019_2 2 1 15 11 67 35 76 28 78 41 119 39 0 0 0 0
2020_1 1 0 7 5 22 35 76 31 68 37 113 43 135 0 0 0
2020_2 0 0 2 3 11 14 77 32 78 39 106 44 130 36 0 0
2021_1 0 0 1 1 3 3 20 30 78 39 109 42 132 44 121 0
2021_2 0 0 1 1 2 2 10 10 78 38 108 43 132 43 121 35

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_2 -12 17 3 16 2 -8 -4 0 -3 0 0 0 0 0 0 0
2019_1 -71 -57 -57 0 0 0 -9 -3 -11 -7 0 0 0 0 0 0
2019_2 -50 -67 -63 -50 5 6 1 -15 1 -2 13 0 0 0 0 0
2020_1 -50 0 -53 -55 -67 0 0 11 -13 -10 -5 10 0 0 0 0
2020_2 0 0 -71 -40 -50 -60 1 3 15 5 -6 2 -4 0 0 0
2021_1 0 0 -50 -67 -73 -79 -74 -6 0 0 3 -5 2 22 0 0
2021_2 0 0 0 0 -33 -33 -50 -67 0 -3 -1 2 0 -2 0 0

SUL

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_1 19 3 36 6 21 3 17 3 19 0 0 0 0 0 0 0
2018_2 18 3 36 7 19 2 18 4 22 7 0 0 0 0 0 0
2019_1 16 0 20 8 16 3 12 3 21 7 22 0 0 0 0 0
2019_2 8 0 11 6 17 2 14 3 18 7 21 7 0 0 0 0
2020_1 3 0 7 4 13 2 16 3 16 6 19 8 20 0 0 0
2020_2 2 0 2 2 9 2 15 2 16 6 16 8 20 10 0 0
2021_1 2 0 1 2 5 1 12 3 15 6 14 8 18 9 16 0
2021_2 2 0 2 1 1 0 6 2 15 5 13 6 17 9 16 8

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_2 -5 0 0 17 -10 -33 6 33 16 0 0 0 0 0 0 0
2019_1 -11 0 -44 14 -16 50 -33 -25 -5 0 0 0 0 0 0 0
2019_2 -50 0 -45 -25 6 -33 17 0 -14 0 -5 0 0 0 0 0
2020_1 -62 0 -36 -33 -24 0 14 0 -11 -14 -10 14 0 0 0 0
2020_2 -33 0 -71 -50 -31 0 -6 -33 0 0 -16 0 0 0 0 0
2021_1 0 0 -50 0 -44 -50 -20 50 -6 0 -12 0 -10 -10 0 0
2021_2 0 0 100 -50 -80 0 -50 -33 0 -17 -7 -25 -6 0 0 0

SUL B

Per_base 1601 1602 1701 1801 2001 2101
2018_1 1 0 4 5 0 0
2018_2 1 0 3 4 0 0
2019_1 1 0 4 4 0 0
2019_2 1 1 3 4 0 0
2020_1 1 1 3 4 2 0
2020_2 0 1 3 4 2 0
2021_1 0 1 3 3 2 1
2021_2 0 1 3 3 2 1

Valores em porcentagem

Per_base 1601 1602 1701 1801 2001 2101
2018_2 0 0 -25 -20 0 0
2019_1 0 0 33 0 0 0
2019_2 0 0 -25 0 0 0
2020_1 0 0 0 0 0 0
2020_2 0 0 0 0 0 0
2021_1 0 0 0 -25 0 0
2021_2 0 0 0 0 0 0

Tech

SP

Per_base 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_1 4 23 9 16 7 20 10 25 0 0 0 0 0 0 0
2018_2 5 23 8 16 6 20 9 25 14 0 0 0 0 0 0
2019_1 0 5 8 16 6 19 8 24 14 38 0 0 0 0 0
2019_2 1 1 1 16 6 20 8 22 13 42 22 0 0 0 0
2020_1 1 1 2 6 6 20 8 22 13 37 17 38 0 0 0
2020_2 1 0 1 1 0 20 8 21 12 37 17 35 7 0 0
2021_1 1 0 1 0 0 2 8 21 12 36 16 29 8 36 0
2021_2 1 0 0 1 0 1 1 20 12 37 14 26 8 31 11

Valores em porcentagem

Per_base 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101 2102
2018_2 25 0 -11 0 -14 0 -10 0 0 0 0 0 0 0 0
2019_1 0 -78 0 0 0 -5 -11 -4 0 0 0 0 0 0 0
2019_2 -80 -80 -88 0 0 5 0 -8 -7 11 0 0 0 0 0
2020_1 0 0 100 -62 0 0 0 0 0 -12 -23 0 0 0 0
2020_2 0 0 -50 -83 0 0 0 -5 -8 0 0 -8 0 0 0
2021_1 0 0 0 0 0 -90 0 0 0 -3 -6 -17 14 0 0
2021_2 0 0 0 0 0 -50 -88 -5 0 3 -12 -10 0 -14 0